Session Title |
Organizers |
Provable Tensor and Matrix Methods for Sensing and Learning |
Yuejie Chi and Xiao Fu |
Frontiers of Federated Learning: Applications, Challenges, and Opportunities |
Jie Ding, Salman Avestimehr, and Tao Zhang |
Learning-based acoustic signal processing for stay-at-home applications in pandemic times |
Mingsian R. Bai and Woon-Seng Gan |
Computer Audition for Healthcare (CA4H) |
Kun Qian, Rita Singh, and Bjorn W. Schuller |
Processing Higher Order Network Data |
Elvin Isufi, T. Mitchell Roddenberry, and Michael T. Schaub |
Machine learning in beyond 5G wireless networks |
Paolo Di Lorenzo, Emilio Calvanese Strinati, and Mattia Merluzzi |
Model-Based Deep Learning in Signal Processing |
Nir Shlezinger and Yonina C. Eldar |
Towards neuromorphic machine intelligence: spike-based representation, learning, and signal processing |
Malu Zhang, Jibin Wu, and Haizhou Li |
Group Theory for Sensing, Imaging, and Learning Applications |
Kumar Vijay Mishra, Ali Pezeshki, and A. Robert Calderbank |
Integrated Sensing and Communications for Future Cellular and Vehicular Networks |
Weijie Yuan, Yuanhao Cui, and Marco Di Renzo |
Semantic and Interpretable Analysis in Multimedia Forensics |
Christian Riess and Luisa Verdoliva |
Human centric active noise control applications |
Thushara Abhayapala, Dongyuan Shi, and Jihui (Aimee) Zhang |
Signal Processing and Neural Approaches for Soundscapes (SiNApS) |
Woon-Seng Gan, Wenwu Wang, Yuki Mitsufuji, and Bhan Lam |
Security- and Privacy-Preserving Signal Processing Techniques for Emerging Applications |
Zhongxiang Wei, Christos Masouros, and Sumei Sun |
Graph-based Deep Learning for Communications |
Santiago Segarra and Mark Eisen |
Signal Processing and Machine Learning for Respiratory Disease Analysis |
Jing Han, Cecilia Mascolo, and Björn Schuller |
Signal Processing and Machine Learning for Energy Harvesting Communications |
Himal A. Suraweera, Bho Matthiesen, Bruno Clerckx |
Quantum Machine Learning for Speech and Language Processing |
Yu Tsao, Pin-Yu Chen, Min-Hsiu Hsieh, and Chao-Han Huck Yang |